See How AI Agents Get Smarter With Data Flywheel!
## ๐ Building Scalable AI Agents with Data Flywheel | NVIDIA NeMo Microservices Full Walkthrough
Dataflywheel: https://nvda.ws/4jmmJlu
In this video, we explore the **Data Flywheel** โ a powerful framework to create AI agents at scale. Learn how **data processing, model customisation, model evaluation, guardrails, and information retrieval** work together to build efficient, safe, and accurate AI agents.
This video breaks down the essential components for building **AI agents** at **AI scale** using the **data curation** process. It highlights the importance of data processing, model customisation through **fine-tuning**, and ensuring reliability with guardrails. Learn how these elements come together to create powerful **AI-driven systems**.
Weโll walk you through **NVIDIA NeMo Microservices**, including:
* ๐ ๏ธ NeMo Curator
* โ๏ธ NeMo Customizer
* โ
NeMo Evaluator
* ๐ก๏ธ NeMo Guardrails
* ๐ NeMo Retriever
See how **NVIDIA's NV InfoBot** works using a real-world example to answer complex enterprise questions by retrieving private data with fast, accurate responses.
๐ Youโll also learn how to:
* ๐ Deploy the Data Flywheel on the cloud
* ๐ป Run it on your own server
* ๐ง Fine-tune small models to achieve performance comparable to large 70B models
* ๐๏ธ Process and load custom datasets
* ๐ Continuously retrain using updated data via API endpoints
By the end, youโll know how to set up, customise, and deploy an **AI-powered customer service assistant** using NVIDIAโs tools.
๐ Timestamps:
00:00 โ What is Data Flywheel?
01:00 โ NVIDIA NeMo Microservices Explained
03:00 โ Full Step-by-Step Tutorial Starts
05:00 โ Loading Data and Starting Training
07:00 โ Model Evaluation and Accuracy Results
09:00 โ Final Thoughts and Next Steps
๐ If you found this helpful, please like, subscribe, and comment your thoughts or questions!
#NVIDIA #DataFlywheel #NeMo #AIagents #AITutorial #CloudAI #ModelFineTuning #APIAutomation
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Chapters (6)
What is Data Flywheel?
1:00
NVIDIA NeMo Microservices Explained
3:00
Full Step-by-Step Tutorial Starts
5:00
Loading Data and Starting Training
7:00
Model Evaluation and Accuracy Results
9:00
Final Thoughts and Next Steps
๐
Tutor Explanation
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